Update README.md

README.md

@@ -45,7 +45,8 @@ We release the checkpoints under the Apache 2.0.
 
 The post-training of Idefics3-8B involves only a supervised fine-tuning stage, without RLHF alignment. As a result, the model may produce short answers or require prompt iterations to fully address the user's request. Adding a prefix to the assistant's response, such as "Let's fix this step by step" has been found to effectively influence the generated output.
 
-To fine-tune `Idefics3-8B` on a specific task, we provide fine-tuning codes for Idefics2 that can be adapted (with almost no changes) to Idefics3:
+To fine-tune `Idefics3-8B` on a specific task, we provide a [fine-tuning tutorial](https://github.com/merveenoyan/smol-vision/blob/main/Idefics_FT.ipynb).
+Other resources for the fine-tuning of Idefics2 (can easily be adapted to Idefics3):
 - With the [TRL library](https://github.com/huggingface/trl): [Script](https://gist.github.com/edbeeching/228652fc6c2b29a1641be5a5778223cb)
 - With the [Hugging Face Trainer](https://huggingface.co/docs/transformers/main/en/main_classes/trainer#api-reference%20][%20transformers.Trainer): [Tutorial notebook](https://colab.research.google.com/drive/1NtcTgRbSBKN7pYD3Vdx1j9m8pt3fhFDB?usp=sharing)